Dockerfile

# FROM python:3.11-bullseye

# LABEL organization="R6Q - Infraprasta University"
# LABEL team="Group 5"

# RUN useradd -m -u 1000 user

# WORKDIR /app

# COPY --chown=user ./requirements.txt requirements.txt

# RUN pip install --no-cache-dir --upgrade -r requirements.txt

# COPY --chown=user . /app

# RUN apt-get update && \
#     apt-get install -y gcc python3-dev gnupg curl

# RUN pip install cython
# RUN pip install onnxruntime==1.20.1

# RUN cd /app/restful/cutils && \
#     python setup.py build_ext --inplace && \
#     chmod 777 * && cd ../..

# # RUN pip install gdown

# # RUN --mount=type=secret,id=MODELS_ID,mode=0444,required=true \
# # 	gdown https://drive.google.com/uc?id=$(cat /run/secrets/MODELS_ID) && \
# #     unzip models.zip && rm models.zip

# # RUN --mount=type=secret,id=PICKLES_ID,mode=0444,required=true \
# # 	gdown https://drive.google.com/uc?id=$(cat /run/secrets/PICKLES_ID) && \
# #     unzip pickles.zip && rm pickles.zip

# # RUN --mount=type=secret,id=DATASETS_ID,mode=0444,required=true \
# # 	gdown https://drive.google.com/uc?id=$(cat /run/secrets/DATASETS_ID) && \
# #     unzip datasets.zip && rm datasets.zip

# # RUN --mount=type=secret,id=POSTTRAINED_ID,mode=0444,required=true \
# # 	gdown https://drive.google.com/uc?id=$(cat /run/secrets/POSTTRAINED_ID) && \
# #     unzip posttrained.zip && rm posttrained.zip

# # RUN git lfs install
# # RUN git clone https://huggingface.co/datasets/qywok/indonesia_stocks && ls && ls indonesia_stocks
# # RUN mkdir models && \
# #     for i in $(seq 1 10); do \
# #       git clone https://huggingface.co/qywok/stock_models_$i && \
# #       mv stock_models_$i/*.onnx models && \
# #       rm -rf stock_models_$i; \
# #     done && \
# #     ls models

# RUN apt install -y git-lfs && git lfs install

# RUN git clone https://huggingface.co/datasets/qywok/indonesia_stocks && \
#     ls && ls indonesia_stocks

# RUN mkdir models && \
#     for i in $(seq 1 10); do \
#       git clone https://huggingface.co/qywok/stock_models_$i && \
#       cd stock_models_$i && \
#       git lfs pull && \
#       cd .. && \
#       mv stock_models_$i/*.onnx models && \
#       rm -rf stock_models_$i; \
#     done && \
#     ls -lh models


# CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--workers", "5", "--port", "7860"]


FROM python:3.11-bullseye

LABEL organization="R6Q - Infraprasta University"
LABEL team="Group 5"

RUN useradd -m -u 1000 user

WORKDIR /app

COPY --chown=user ./requirements.txt requirements.txt
RUN apt-get update && \
    apt-get install -y gcc python3-dev git git-lfs curl && \
    pip install --no-cache-dir --upgrade -r requirements.txt && \
    pip install cython onnxruntime==1.20.1

COPY --chown=user . /app

RUN git lfs install && \
    git clone https://huggingface.co/datasets/qywok/indonesia_stocks && \
    mkdir -p models && \
    for i in $(seq 1 10); do \
      git clone https://huggingface.co/qywok/stock_models_$i && \
      cd stock_models_$i && git lfs pull && cd .. && \
      mv stock_models_$i/*.onnx models/ && \
      rm -rf stock_models_$i; \
    done

RUN chmod -R 755 /app

CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860", "--workers", "1"]